{"id":"W2949231210","doi":"10.3390/ijerph16122077","title":"Global Long-Term Care Research: A Scientometric Review","year":2019,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Tianjin Municipal Education Commission; Tianjin University; China Postdoctoral Science Foundation","keywords":"Science Citation Index; Dementia; Citation; Long-term care; Gerontology; Web of science; Medicine; Library science; Computer science; Nursing; Meta-analysis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01534617,0.0002995665,0.001556836,0.003445739,0.0007405311,0.0001567031,0.001616164,0.0003299794,0.001182425],"category_scores_gemma":[0.0016972,0.0002242853,0.00039498,0.002483987,0.0004737881,0.0003419084,0.0009913055,0.003248942,0.000493583],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008246266,"about_ca_system_score_gemma":0.008482737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001604213,"about_ca_topic_score_gemma":0.00004524719,"domain_scores_codex":[0.986333,0.004761291,0.001854538,0.0005163885,0.005020057,0.001514797],"domain_scores_gemma":[0.9941803,0.001875666,0.001144696,0.0004397136,0.001102522,0.001257164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002060139,0.0002332473,0.001971848,0.02798731,0.000155172,0.00006921716,0.0003541627,7.348063e-9,2.986613e-8,0.00009209284,0.03057587,0.9385405],"study_design_scores_gemma":[0.0004866585,0.0007173708,0.00436167,0.04731505,0.00003398764,0.0002172346,0.001396359,6.473685e-8,5.853816e-9,0.00005153473,0.9452816,0.0001385275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002425251,0.9898942,0.00001000278,0.003691595,0.002273503,0.001781071,0.0005274925,0.000007944303,0.001571742],"genre_scores_gemma":[0.0008028403,0.9961889,0.00004098272,0.0002915682,0.001305926,0.00005031243,0.0002844833,0.0000380326,0.0009969366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9384019,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4695792111196354,"score_gpt":0.6277644904087086,"score_spread":0.1581852792890733,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}